Fairness-Aware Crowdsourcing of IoT Energy Services

نویسندگان

چکیده

We propose a Novel Fairness-Aware framework for Crowdsourcing Energy Services (FACES) to efficiently provision crowdsourced IoT energy services. Typically, efficient resource provisioning might incur an unfair sharing some requests. FACES, however, maximizes the utilization of available services by maximizing fairness across all conduct set preliminary experiments assess effectiveness proposed against traditional fairness-aware allocation algorithms. Results demonstrate that FACES is better than FCFS and similar Max-min fair scheduling. Experiments also show achieved among provisioned requests using compared

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Innovative IoT-aware Services for a Smart Museum

Smart cities are a trading topic in both the academic literature and industrial world. The capability to provide the users with addedvalue services through low-power and low-cost smart objects is very attractive in many fields. Among these, art and culture represent very interesting examples, as the tourism is one of the main driving engines of modern society. In this paper, we propose an IoT-a...

متن کامل

Fairness and Transparency in Crowdsourcing

Despite the success of crowdsourcing, the question of ethics has not yet been addressed in its entirety. Existing efforts have studied fairness in worker compensation and in helping requesters detect malevolent workers. In this paper, we propose fairness axioms that generalize existing work and pave the way to studying fairness for task assignment, task completion, and worker compensation. Tran...

متن کامل

Analysing the Fairness of Fairness-aware Classifiers

Calders and Verwer’s two-naive-Bayes is one of fairness-aware classifiers, which classify objects while excluding the influence of a specific information. We analyze why this classifier achieves very high level of the fairness, and show that this is due to a decision rules and a model bias. Based on these findings, we develop methods that are grounded on rigid theory and are applicable to wider...

متن کامل

SpEED-IoT: Spectrum aware energy efficient routing for device-to-device IoT communication

In order to meet the growing demands for high-throughput, cost-effective, and energy efficient solution for the emerging device-to-device (D2D) based Internet of Things (IoT) communication, Dynamic Spectrum Access (DSA) and sharing based protocols have been proposed. However, due to the temporal and spatial transience of spectrum utilization by licensed incumbents, optimal spectrum resource man...

متن کامل

IoT Based Smart Services

IoT Based technology and contracture mode are a core stone for constructing proactive and predictive network smart service. A series of related technologies and intellectual options have driven transformations within every industry. IoT Based Smart Services has two essential components, that is, collection system and management system. The collection system is a smart agent systems on the manag...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Lecture Notes in Computer Science

سال: 2021

ISSN: ['1611-3349', '0302-9743']

DOI: https://doi.org/10.1007/978-3-030-91431-8_22